Despite the recent rapid growth in machine learning and predictive analytics, many of the statistical questions that are faced by researchers and practitioners still involve explaining why something is happening. Regression analysis is the best ‘swiss army knife’ we have for answering these kinds of questions.

This book is a learning resource on inferential statistics and regression analysis. It teaches how to do a wide range of statistical analyses in both R and in Python, ranging from s...

This engaging and complete resource has everything you need to bring drama and theatre techniques into the ESL, EFL, or World Language Classroom. Are your students reluctant to speak out in class? Do they lack confidence in their language skills? The dynamic drama games in this book are the perfect catalyst to transform your students into engaged learners, and help them build confidence and language skills. The interactive theatre games and techniques are specifically designed for use in Seco...

Rediscover the fundamentals of marketing from the best in the business

In Marketing 5.0, the celebrated promoter of the "Four P's of Marketing," Philip Kotler, explains how marketers can use technology to address customers' needs and make a difference in the world.

In a new age when marketers are struggling with the digital transformation of business and the changing behavior of customers, this book provides marketers with a way to integrate technological and business model evolution with the...

Time is limited. Attention is scarce. Are you engaging your customers?Apple Stores, Disney, LEGO, Starbucks.

Do these names conjure up images of mere goods and services, or do they evoke something more--something visceral?Welcome to the Experience Economy, where businesses must form unique connections in order to secure their customers' affections--and ensure their own economic vitality. This seminal book on experience innovation by Joe Pine and Jim Gilmore explores how savvy companies excel ...

A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics.

Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness. It covers a broad range of algorithms in depth, yet makes their design and analysis accessible to all levels of readers, with self-contained chapters and algor...

Chemical reaction engineering is concerned with the exploitation of chemical reactions on a commercial scale. Ita s goal is the successful design and operation of chemical reactors. This text emphasizes qualitative arguments, simple design methods, graphical procedures, and frequent comparison of capabilities of the major reactor types.

Simple ideas are treated first, and are then extended to the more complex.

This tutorial reference takes the reader from use cases to complete architectures for real-time embedded systems using SysML, UML, and MARTE and shows how to apply the COMET/RTE design method to real-world problems. The author covers key topics such as architectural patterns for distributed and hierarchical real-time control and other real-time software architectures, performance analysis of real-time designs using real-time scheduling, and timing analysis on single and multiple processor sys...